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README.md

@@ -115,11 +115,21 @@ download the [IR](https://huggingface.co/datasets/clarin-pl/PUGG_IR) repository.
   * [Github](https://github.com/CLARIN-PL/PUGG)
 * Paper:
   * ACL - TBA
-  * Arxiv - TBA
+  * [Arxiv](https://arxiv.org/abs/2408.02337)
 
 ## Citation
 
-TBA
+```bibtex
+@misc{sawczyn2024developingpuggpolishmodern,
+      title={Developing PUGG for Polish: A Modern Approach to KBQA, MRC, and IR Dataset Construction}, 
+      author={Albert Sawczyn and Katsiaryna Viarenich and Konrad Wojtasik and Aleksandra Domogała and Marcin Oleksy and Maciej Piasecki and Tomasz Kajdanowicz},
+      year={2024},
+      eprint={2408.02337},
+      archivePrefix={arXiv},
+      primaryClass={cs.AI},
+      url={https://arxiv.org/abs/2408.02337}, 
+}
+```
 
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